The graph represents a network of 2,636 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-03-01 until:2021-03-08", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 08 March 2021 at 21:23 UTC.
The tweets in the network were tweeted over the 6-day, 20-hour, 32-minute period from Monday, 01 March 2021 at 02:49 UTC to Sunday, 07 March 2021 at 23:21 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 2636
Unique Edges : 3910
Edges With Duplicates : 938
Total Edges : 4848
Number of Edge Types : 5
Retweet : 1552
MentionsInRetweet : 1606
Mentions : 908
Tweet : 527
Replies to : 255
Self-Loops : 552
Reciprocated Vertex Pair Ratio : 0.0330775337390844
Reciprocated Edge Ratio : 0.0640368852459016
Connected Components : 484
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 942
Maximum Edges in a Connected Component : 2427
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.531201
Graph Density : 0.000562061429398231
Modularity : 0.773425
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,636 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-03-01 until:2021-03-08", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 08 March 2021 at 21:23 UTC.
The tweets in the network were tweeted over the 6-day, 20-hour, 32-minute period from Monday, 01 March 2021 at 02:49 UTC to Sunday, 07 March 2021 at 23:21 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2021-03-01 until:2021-03-08
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[963] data,journalism [376] sexual,assault [212] research,paper [212] data,base [211] paper,paper [211] paper,pay [210] base,thesis [207] case,study [207] study,philosophy [207] philosophy,assignment Top Word Pairs in Tweet in G1:
[146] data,journalism [43] 10,#ddj [32] top,10 [20] journalism,conference [19] global,south [18] decolonizing,data [18] journalism,data [17] mekong,data [15] annual,data [15] re,happy Top Word Pairs in Tweet in G2:
[120] research,paper [120] data,base [119] paper,paper [119] paper,pay [118] base,thesis [117] pay,homework [117] homework,data [115] case,study [115] study,philosophy [115] philosophy,assignment Top Word Pairs in Tweet in G3:
[376] sexual,assault [191] data,journalism [188] reminded,amazing [188] amazing,data [188] journalism,age [188] age,nsw [188] nsw,reports [188] reports,sexual [188] assault,police [188] police,fraction Top Word Pairs in Tweet in G4:
[88] data,journalism [63] journalism,team [59] march,31st [21] team,produces [21] produces,charts [21] charts,maps [21] maps,diagrams [21] diagrams,website [21] website,apps [21] apps,social Top Word Pairs in Tweet in G5:
[92] gab,still [92] still,twitter [92] twitter,account [92] account,despite [92] despite,repeated [92] repeated,violations [92] violations,twitter [92] twitter,tos [92] tos,targeted [92] targeted,harassment Top Word Pairs in Tweet in G6:
[57] data,journalism [29] #ddj,#nicar21 [24] covid,19 [23] anyone,interested [23] interested,dipping [23] dipping,toes [23] toes,text [23] text,analysis [23] analysis,juliasilge's [23] juliasilge's,free Top Word Pairs in Tweet in G7:
[48] data,journalism [17] predictive,analytics [17] strategic,communications [14] journalism,predictive [14] analytics,strategic [13] sisiwei,disha_rc [12] apply,march [10] excited,speak [10] speak,sisiwei [10] disha_rc,yoli_martinez Top Word Pairs in Tweet in G8:
[60] data,journalism [45] challenge,gender [45] international,womensday [33] journalism,march [31] interested,learning [31] learning,#python [31] #python,basics [31] basics,join [31] join,#hhnbo [31] #hhnbo,meetup Top Word Pairs in Tweet in G9:
[47] economist,hiring [47] hiring,two [47] two,paid [47] paid,fellows [47] fellows,cover [47] cover,politics [47] politics,policy [47] policy,america [47] america,journalism [47] journalism,experience Top Word Pairs in Tweet in G10:
[16] 2018,ezraklein [16] ezraklein,observed [16] observed,jayrosen_nyu [16] jayrosen_nyu,spread [16] spread,audience [16] audience,analytic [16] analytic,data [16] data,throughout [16] throughout,newsrooms [16] newsrooms,done Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: